第六个组织成熟度等级和自主数字化转型,实现非线性或指数式增长

Q1 Business, Management and Accounting IEEE Engineering Management Review Pub Date : 2024-02-13 DOI:10.1109/EMR.2024.3365789
Manfred Bernhard Schrettenbrunner
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引用次数: 0

摘要

"人工智能驱动的管理 "是以人工智能辅助的计划-预测-行动(PPA)循环取代戴明循环的公理范式转变。除了其颠覆性的诠释格式和决定性的现实扩展外,符合 PPA 的管理系统还是第六个组织成熟度级别和 "自主数字化转型 "的基础,两者都对自主机器人或拟人系统的实时协作以及与之的协作进行了规范。我们以非常概括的方式确定并比较了 PPA 合规管理系统和 (PDCA) 合规管理系统的互补特征。符合 PPA 标准的管理系统由各种 AIDMCores 的集合组成,这些 AIDMCores 通过递归增强的实时决策自主改变外部现实,其中还包括通过横向和纵向协作以及自发的阶段性转换进入不同组织拓扑结构的(可选移动的)瞬时内部现实。"自主数字化转型 "展开了一项创新战略,推动了无障碍协作,扩展了技术和管理标准,并统一了所有相关领域的技术平台,如地球表面及其以外的生产、管理、智能专有和非专有环境。仿人协作、自动化基础设施和系统集成也会受到影响,所有这些都能促进行业内外领先的成熟组织实施 PPA 循环。AIDMCores 通过符合 PPA 标准的基础设施进行验证和确认,这些基础设施是诠释格式的重要组成部分,此外还被用于在价值流、智能工厂、供应链及其他方面产生有限规模的有机非线性或指数增长。已取得的成果表明,PPA 循环能够超越符合 PDCA 标准的管理系统所编制的基准。
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The Sixth Organizational Maturity Level and Autonomous Digital Transformation for Nonlinear or Exponential Growth
“Artificial-intelligence-driven management” is the axiomatic paradigm shift that replaces the Deming cycle with the artificial-intelligence-assisted plan–predict–act (PPA) cycle. Apart from its disruptive hermeneutic format and decisively extended reality, PPA-compliant management systems are the foundation of the sixth organizational maturity level, and of “autonomous digital transformation”, both of which regulate the collaboration of and with autonomous robots or anthropomorphic systems in real time. The complementary characteristics of PPA- and (PDCA)-compliant management systems are identified and compared in very general terms. PPA-compliant management systems consist of the collections of various AIDMCores that autonomously transform the external reality with recursively enhanced real-time decision making, which also includes their (optionally mobile) transient internal reality given by lateral and vertical collaboration and spontaneous phase transitions into different orders of organizational topologies. “Autonomous digital transformation” unfolds an innovation strategy, drives barrier-free collaboration, expands technical and management standards, and unifies technology platforms across all relevant domains, such as production, administration, smart proprietary, and nonproprietary environments on the Earth's surface and beyond. Humanoid collaboration, automation infrastructure, and system integration are also affected, all of which can catalyze the implementation of PPA cycles by leading mature organizations from industry and beyond. AIDMCores are verified and validated with PPA-compliant infrastructures, which are essential parts of the hermeneutic format, and in addition are being used to generate organic nonlinear or exponential growth on a limited scale for value streams, smart factories, supply chains, and beyond. Achieved results demonstrate that PPA cycles are capable of outperforming benchmarks compiled by PDCA-compliant management systems.
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来源期刊
IEEE Engineering Management Review
IEEE Engineering Management Review Business, Management and Accounting-Management of Technology and Innovation
CiteScore
7.40
自引率
0.00%
发文量
97
期刊介绍: Reprints articles from other publications of significant interest to members. The papers are aimed at those engaged in managing research, development, or engineering activities. Reprints make it possible for the readers to receive the best of today"s literature without having to subscribe to and read other periodicals.
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